Evidaxis
Dated record

pytorch_geometric

repo · pyg-team/pytorch_geometric · paper: not linked · as of

Niche: not yet assigned.

0.8 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading in the scored panel. 1 of 4 weekly observations; full commit series captured. 24,098 GitHub stars, recorded, not scored. Measured 2026-09-26 for pytorch_geometric; sources linked below.

commits/wk 0.8 averaged, trailing window last commit week 2026-08-30 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-09-26 no reading · deps.dev snapshot ·
stars 24,098 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is pytorch_geometric still maintained?

0.8 commits per week averaged over the trailing window.

GitHub averaged 0.8 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-08-30; 3 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: -1 · vs 26 weeks earlier: -4 · 52-week range: 0 to 16 commits in an individual week.

line chart: pytorch_geometric, weekly commits, 0 in latest week, 2025-09-28 to 2026-09-20
pytorch_geometric averaged 0.8 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-020
2026-08-090
2026-08-162
2026-08-231
2026-08-301
2026-09-060
2026-09-130
2026-09-200
heatmap chart: pytorch_geometric, weeks with commits, 13 of 26, 2026-03-29 to 2026-09-20
13 of the last 26 captured weeks had commits for pytorch_geometric. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-09-284
2025-10-055
2025-10-122
2025-10-190
2025-10-262
2025-11-023
2025-11-094
2025-11-161
2025-11-230
2025-11-304
2025-12-070
2025-12-141
2025-12-212
2025-12-280
2026-01-041
2026-01-111
2026-01-183
2026-01-250
2026-02-016
2026-02-080
2026-02-1516
2026-02-220
2026-03-011
2026-03-082
2026-03-1511
2026-03-224
2026-03-292
2026-04-052
2026-04-123
2026-04-190
2026-04-264
2026-05-030
2026-05-100
2026-05-172
2026-05-240
2026-05-3110
2026-06-073
2026-06-141
2026-06-210
2026-06-280
2026-07-050
2026-07-120
2026-07-192
2026-07-264
2026-08-020
2026-08-090
2026-08-162
2026-08-231
2026-08-301
2026-09-060
2026-09-130
2026-09-200

GitHub commit_activity · period 2025-09-28 to 2026-09-20 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 9d2fe956adbc-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0.8-0.3-30.8 to 3.9GitHub, trailing 12 weeks2026-09-26Public queryno reading
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-09-26Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-09-26Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-09-26Public queryno reading
Stars24,098no readingno reading24,098 to 24,098GitHub stars, unscored2026-09-26Public queryno reading

Evidaxis snapshot · period 2026-09-26 · n = 1 system · method source linked readings · updated · version 9d2fe956adbc-b1

How to cite pytorch_geometric's record?

Evidaxis. pytorch_geometric measurement record. Snapshot 2026-09-26. urn:evidaxis:claim:e_5YZ69D6Q2SP:m3:2026-09-26. CC0-1.0. https://evidaxis.org/e/e_5YZ69D6Q2SP/

Evidaxis · period 2026-09-26 · n = 1 system · method claim URN · updated · version 9d2fe956adbc-b1

What changed since the last snapshot?

No previous snapshot reading is available for this system.

slope chart: pytorch_geometric, measured values, 2, 2026-09-26
First observation 2026-09-26 for pytorch_geometric; 2 measured values. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per weekno reading0.8no reading
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Starsno reading24,098no reading

Evidaxis snapshots · period 2026-09-26 to 2026-09-26 · n = 1 partition · method paired snapshot values · updated · version 9d2fe956adbc-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-09-26 · n = 1 system · method CC0-1.0 open export · updated · version 9d2fe956adbc-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for pytorch_geometric, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

Dependents: no reading in the scored panel.

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-09-26 · n = 1 system · method measurement coverage · updated · version 9d2fe956adbc-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 1 of 4 weekly observations. Axis coverage: 1 of 3 axes measurable. Gate: not computable - history 1 of 4 weekly observations

1 of 4 weekly observations; full commit series captured.

pytorch_geometric

repo
Unassigned (AI-v1 census) · n = 5778 · pyg-team/pytorch_geometric
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 1 of 4 weekly observations Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable - history 1 of 4 weekly observations

· Evidaxis snapshot · 2026-09-26
Gate: not computable - history 1 of 4 weekly observations
position in cohort distribution one of 5778 in cohort
percentile 15 within cohort p25 p50 p75 p0 p100
percentile
p15
· Evidaxis snapshot · 2026-09-26
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-2.62 within cohort, log-slope -0.029/wk.0-2.62
velocity z
-2.62 σ
slope
-0.029/wk
· Evidaxis snapshot · 2026-09-26
log-slope -0.029/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
5778
systems measured
weekly commits
0.8
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
17.2
percentile p15
commit heatmap, last 26 weeks0.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 10 in a week, 13 active weeks, 37 total.week 1: 2 commitsweek 2: 2 commitsweek 3: 3 commitsweek 4: 0 commitsweek 5: 4 commitsweek 6: 0 commitsweek 7: 0 commitsweek 8: 2 commitsweek 9: 0 commitsweek 10: 10 commitsweek 11: 3 commitsweek 12: 1 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 0 commitsweek 17: 2 commitsweek 18: 4 commitsweek 19: 0 commitsweek 20: 0 commitsweek 21: 2 commitsweek 22: 1 commitsweek 23: 1 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
10
active
13
total
37
· Evidaxis snapshot · 2026-09-26
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +2.59, regime accelerating. prior slope -0.004, recent slope -0.011 per week. -0.004prior 39w-0.011recent 13w+2.59×
swing
+2.59×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value -0.018 with 95% CI -0.036 to -0.000, 50 degrees of freedom. CI spans zero.0-0.01895% CI -0.036, -0.000-0.036-0.000
sharpe
-0.018
95% ci
-0.036, -0.000
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 5 (2025-11-01), slope change +1.462 commits per week.2025-11-01
date
week
5 of 52
Δslope
+1.462/wk
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 1 of 1 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Evidaxis · period 2026-09-26 · n = 1 system · method measurement detail · updated · version 9d2fe956adbc-b1 · record JSON · snapshot receipt